Performance analysis of seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) grading in breast histopathological images

Computer-aided Invasive Ductal Carcinoma (IDC) grading classification systems based on deep learning have shown that deep learning may achieve reliable accuracy in IDC grade classification using histopathology images. However, there is a dearth of comprehensive performance comparisons of Convolution...

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Detalles Bibliográficos
Autores principales: Voon, Wingates, Hum, Yan Chai, Tee, Yee Kai, Yap, Wun-She, Salim, Maheza Irna Mohamad, Tan, Tian Swee, Mokayed, Hamam, Lai, Khin Wee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9649772/
https://www.ncbi.nlm.nih.gov/pubmed/36357456
http://dx.doi.org/10.1038/s41598-022-21848-3

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